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OPSM 301 Operations Management Class 21: Inventory Management: the newsvendor Koç University Zeynep Aksin zaksin@ku.edu.tr
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Announcements Quiz 5 on Thursday Study: Location and transportation Use questions at the end of the chapter to practice Midterm 2 next Tuesday on 20/12 at 17:00 CAS-Z08 Exam does not include MT1 topics Will have a review the same day in class
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Single Period Inventory Control Examples: –Style goods –Perishable goods (flowers, foods) –Goods that become obsolete (newspapers) –Services that are perishable (airline seats)
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Example Mean demand=3.85 How much would you order? Demand Probability 10.10 20.15 30.20 40.20 50.15 60.10 70.10 Total1.00
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Single Period Inventory Control Economics of the Situation Known: 1. Demand > Stock --> Underage (under stocking) Cost C u = Cost of foregone profit, loss of goodwill 2. Demand Overage (over stocking) Cost C o = Cost of excess inventory C o = 10 and C u = 20 How much would you order? More than 3.85 or less than 3.85?
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Incremental Analysis ProbabilityProbability Incremental Incrementalthat incrementalthat incremental Expected Demand Decisionunit is not neededunit is neededContribution 1First0.00 1.00-10(0.00)+20(1.00) =20 2Second0.10 0.90-10(0.10)+20(0.90) =17 3Third0.25 0.7512.5 4Fourth0.45 0.556.5 5Fifth0.65 0.350.5 6Sixth0.80 0.20-4 7Seventh0.90 0.10-7 C o = 10 and C u = 20
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Generalization of the Incremental Analysis Chance Point Stock n-1 Decision Point Stock n Base Case nth unit needed nth unit not needed Pr{Demand n} Pr{Demand n-1} Cash Flow C u -C o 0
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Generalization of the Incremental Analysis Chance Point Stock n-1 Decision Point Stock n Base Case Expected Cash Flow C u Pr{Demand n} -C o Pr{Demand n-1}
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Generalization of the Incremental Analysis Order the nth unit if C u Pr{Demand n} - C o Pr{Demand n-1} >= 0 or C u (1-Pr{Demand n-1}) - C o Pr{Demand n-1} >= 0 or C u - C u Pr{Demand n-1} -C o Pr{Demand n-1} >= 0 or Pr{Demand n-1} =< C u /(C o +C u ) Then order n units, where n is the greatest number that satisfies the above inequality.
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Incremental Analysis Incremental Demand Decision Pr{Demand n-1} Order the unit? 1First0.00 YES 2Second0.10 YES 3Third0.25 YES 4Fourth0.45 YES 5Fifth0.65 YES 6Sixth0.80 NO- 7Seventh0.90 NO C u /(C o +C u )=20/(10+20)=0.66 Order quantity n should satisfy: P(Demand n-1) C u /(C o +C u )< P(Demand n)
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Order Quantity for Single Period, Normal Demand Find the z*: z value such that F(z)= C u /(C o +C u ) Optimal order quantity is: Do we order more or less than the mean if: –C u > C o ? –C u < C o ?
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Example 1: Single Period Model Our college basketball team is playing in a tournament game this weekend. Based on our past experience we sell on average 2,400 shirts with a standard deviation of 350. We make $10 on every shirt we sell at the game, but lose $5 on every shirt not sold. How many shirts should we make for the game? C u = $10 and C o = $5; P ≤ $10 / ($10 + $5) =.667 Z.667 =.4 (from standard normal table or using NORMSINV() in Excel) therefore we need 2,400 +.4(350) = 2,540 shirts
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Example 2: Finding C u and C o A textile company in UK orders coats from China. They buy a coat from 250€ and sell for 325€. If they cannot sell a coat in winter, they sell it at a discount price of 225€. When the demand is more than what they have in stock, they have an option of having emergency delivery of coats from Ireland, at a price of 290. The demand for winter has a normal distribution with mean 32,500 and std dev 6750. How much should they order from China??
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